Knowledge-point classification using simple LSTM-based and siamese-based networks for virtual patient simulation
Abstract Background In medical education, enhancing thinking skills is vital. The Virtual Diagnosis and Treatment Platform (VP) refines medical students’ diagnostic abilities through interactive patient interviews (simulated patient interactions). By analyzing the questions asked during these interv...
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Main Authors: | Yih-Lon Lin, Yu-Min Chiang, Tsuen-Chiuan Tsai, Sheng-Gui Su |
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Format: | Article |
Language: | English |
Published: |
BMC
2025-01-01
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Series: | BMC Medical Informatics and Decision Making |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12911-025-02866-3 |
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